Computational Thinking for Life Scientists

Computational Thinking for Life Scientists
by 作者: Benny Chor and Amir Rubinstein
Publisher Finelybook 出版社: ‎Cambridge University Press; New edition (November 30, 2022)
Language 语言: ‎English
Pages 页数: ‎400 pages
ISBN-10 书号: ‎1107197244
ISBN-13 书号: ‎9781107197244

Book Description
Computational thinking is increasingly gaining importance in modern biology, due to the unprecedented scale at which data is nowadays produced. Bridging the cultural gap between the biological and computational sciences, this book serves as an accessible introduction to computational concepts for students in the life sciences. It focuses on teaching algorithmic and logical thinking, rather than just the use of existing bioinformatics tools or programming. Topics are presented from a biological point of view, to demonstrate how computational approaches can be used to solve problems in biology such as biological image processing, regulatory networks, and sequence analysis. The book contains a range of pedagogical features to aid understanding, including real-world examples, in-text exercises, end-of-chapter problems, colour-coded Python code, and 'code explained' boxes. User-friendly throughout, Computational Thinking for Life Scientists promotes the thinking skills and self-efficacy required for any modern biologist to adopt computational approaches in their research with confidence.

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